@book{diggle,
  title = {{Model-based Geostatistics}},
  author = {P. J. Diggle and P. J. {Ribeiro, Jr.}},
  series = {Springer Series in Statistics},
  publisher = {Springer Science + Business Media, \textsc{llc}},
  address = {New York, \textsc{ny}, \textsc{usa}},
  year = {2010}
}

@article{boyle2005multiple,
  title={Multiple output Gaussian process regression},
  author={Boyle, P. and Frean, M.},
  year={2005},
  publisher={Citeseer}
}

@inproceedings{osborne2008towards,
  title={Towards real-time information processing of sensor network data using computationally efficient multi-output Gaussian processes},
  author={Osborne, M.A. and Roberts, SJ and Rogers, A. and Ramchurn, SD and Jennings, N.R.},
  booktitle={Proceedings of the 7th international conference on Information processing in sensor networks},
  pages={109--120},
  year={2008},
  organization={IEEE Computer Society}
}


@article{PinheiroBates,
  author = {J. Pinheiro and D. Bates},
  title = {Unconstrained parameterizations for variance-covariance matrices},
  journal = {Statistics and Computing},
	volume={6},
	pages={289--296},
  year = {1996}
}

@article{alvarez2011computationally,
  title={Computationally Efficient Convolved Multiple Output Gaussian Processes},
  author={Alvarez, M.A. and Lawrence, N.D.},
  journal={Journal of Machine Learning Research},
  volume={12},
  pages={1425--1466},
  year={2011}
}


@incollection{bmc,
  author = {Carl Edward Rasmussen and Zoubin Ghahramani},
  title = {{Bayesian Monte Carlo}},
  booktitle = {Advances in Neural Information Processing Systems 15 (\textsc{nips} 2003)},
  editor = {S. Becker and S. Thrun and K. Obermayer},
  publisher = {The {\scshape mit} Press},
  address = {Cambridge, {\scshape ma}, {\scshape usa}},
  pages = {489--496},
  year = {2003}
}

@article{inla,
  title = {{Approximate Bayesian Inference for Latent Gaussian Models
                  Using Integrated Nested Laplace Approximations (with
                  discussion)}},
  author = {Rue, H. and Martino, S. and Chopin, N.},
  journal = {Journal of the Royal Statistical Society: Series B
                  (Statistical Methodology)},
  volume = {71},
  number = {2},
  pages = {319-–392}, 
  year = {2009}
}

@inproceedings{ess,
  title = {{Elliptical Slice Sampling}},
  author = {Murray, I. and Adams, R. P. and MacKay, D. J. C.},
  booktitle = {Proceedings of the Thirteenth International Conference
                  on Artificial Intelligence and Statistics
                  \emph{(\textsc{aistats} 2010)}},
  series = {\textsc{jmlr} Workshop and Conference Proceedings},
  volume = {9},
  url = {http://jmlr.csail.mit.edu/proceedings/papers/v9/},
  year = {2010}
}

@article{youngkuo,
  title = {{Bayesian Binary Segmentation Procedure for a Poisson
                  Process With Multiple Changepoints}},
  author = {Young Yang, T. and Kuo, L.},
  journal = {Journal of Computational and Graphical Statistics},
  volume = {10},
  number = {4},
  pages = {772--785},
  year = {2001}
}

@article{carlin,
  title = {{Hierarchical Bayesian Analysis of Changepoint Problems}},
  author = {B. P. Carlin and A. E. Gelfand and A. F. M. Smith},
  journal = {Journal of the Royal Statistical Society, Series C
                  (Applied Statistics)},
  volume = {41},
  number = {2},
  pages = {389--405},
  year = {1992}
}

@misc{adamscp,
  title = {{Bayesian Online Changepoint Detection}},
  author = {R. P. Adams and D. J. C. MacKay},
  note = {\url{arXiv.org} preprint arXiv:0710.3742},
  year = {2007}
}

@article{fearnhead,
  title = {{Exact and efficient Bayesian inference for multiple
                  changepoint problems}},
  author = {Paul Fearnhead},
  journal = {Statistics and Computing},
  volume = {16},
  number = {2},
  pages = {203--213},
  year = {2006}
}

@article{rafteryakman,
  title = {{Bayesian analysis of a Poisson process with a
                  change-point}},
  author = {A. E. Raftery and V. E. Akman},
  journal = {Biometrika},
  volume = {73},
  number = {1},
  pages = {85--89},
  year = {1986}
}

@article{westogden,
  title = {{Continuous-time Estimation of a Change-point in a Poisson
                  Process}},
  author = {West, W. R. and Ogden, T. R.},
  journal = {Journal of Statistical Computation and Simulation},
  volume = {56},
  number = {4},
  pages = {293--302},
  year = {1997}
}

@book{gpml,
  author = {C. E. Rasmussen and C. K. I. Williams},
  title = {{Gaussian Processes for Machine Learning}},
  series = {Adaptive Computation and Machine Learning},
  year = {2006},
  publisher = {The {\scshape mit} Press},
  address = {Cambridge, {\scshape ma}, {\scshape usa}}
}

@article{williamsbarber,
  title = {{Bayesian classification with Gaussian processes}},
  author = {Williams, C. K. I. and Barber, D.},
  journal = {\textsc{ieee} Transactions on Pattern Analysis and
                  Machine Intelligence},
  volume = {20},
  number = {12},
  pages = {1342--1351},
  year={1998}
}

@inproceedings{adams,
  title = {{Tractable nonparametric Bayesian inference in Poisson
                  processes with Gaussian process intensities}},
  author = {Adams, R. P. and Murray, I. and MacKay, D. J. C.},
  booktitle = {Proceedings of the 26th Annual International Conference
                  on Machine Learning \emph{(\textsc{icml} 2009)}},
  pages = {9--16},
  publisher={{\scshape acm} Press},
  address={New York, {\scshape ny}, {\scshape usa}},
  year = {2009}
}

@phdthesis{minka,
  title = {{A family of algorithms for approximate Bayesian
                  inference}},
  author = {Minka, T. P.},
  year = {2001},
  school = {Massachusetts Institute of Technology}
}

@article{ghosh,
  title = {{Posterior consistency of logistic Gaussian process priors
                  in density estimation}},
  author = {Tokdar, S. T. and Ghosh, J. K.},
  journal = {Journal of Statistical Planning and Inference},
  volume = {137},
  number = {1},
  pages = {34--42},
  year = {2007}
}

@article{jarrett,
  title = {A note on the intervals between coal-mining disasters},
  author = {Jarrett, R. G.},
  journal = {Biometrika},
  volume = {66},
  number = {1},
  pages = {191--193},
  year = {1979},
  publisher = {Biometrika Trust}
}

@article{moller,
  title = {{Log Gaussian Cox processes}},
  author = {M{\o}ller, J. and Syversveen, A. R. and Waagepetersen,
                  R. P.},
  journal = {Scandinavian Journal of Statistics},
  volume = {25},
  number = {3},
  pages = {451--482},
  year = {1998}
}

@phdthesis{thesis,
  title = {{Learning from data streams with concept drift}},
  author = {Roman Garnett},
  year = {2010},
  school = {University of Oxford}
}

@article{cpcj,
  title = {{Sequential Bayesian Prediction in the Presence of
                  Changepoints and Faults}},
  author = {Garnett, R. and Osborne, M. A. and Reece, S. and Rogers,
                  A. and Roberts, S. J.},
  journal = {The Computer Journal},
  volume = {53},
  number = {9},
  pages = {1430--1446},
  year = {2010}
}

@inproceedings{bocpd,
  title = {{Gaussian Process Change Point Models}},
  author = {Y. Saat\c{c}i and R. Turner and C. E. Rasmusssen},
  booktitle = {Proceedings of the 27th Annual International Conference
                  on Machine Learning \emph{(\textsc{icml} 2010)}},
  pages = {927--934},
  publisher = {Omnipress},
  address = {Madison, \textsc{wi}, \textsc{usa}},
  year = {2010}
}